Model podobieństwa dla teorii przestrzeni pojęciowych – studium empiryczne
DOI:
https://doi.org/10.18778/1689-4286.45.01Słowa kluczowe:
przestrzenie pojęciowe, geometryczna reprezentacja podobieństwaAbstrakt
This paper is devoted to the empirical evaluation of the extension of the Gärdenfors’ similarity model. His proposition insufficiently emphasizes the asymmetry of the modeled relationship of similarity. The proposed modification allows one to include the asymmetry of similarity and significantly sensitize the model to any contextual nuances. The model was compared with other theoretical proposals of geometrical modeling of similarity, including two asymmetric models and one symmetrical. The empirical evaluation of the model took place in two series of experiments. The obtained statistical data were compared with results inferred by tested models. The evaluation was based on iterative procedure designed to minimize the error generated by all compared models.
Bibliografia
Gärdenfors P. (2000), Conceptual Spaces: On the Geometry of Thought, Cambridge: MIT Press.
Zobacz w Google Scholar
DOI: https://doi.org/10.7551/mitpress/2076.001.0001
Gemel A. (2016), Problem geometrycznej reprezentacji podobieństwa w koncepcji przestrzeni pojęciowych Petera Gärdenforsa, Filozofia Nauki, 3(95), s. 25-41.
Zobacz w Google Scholar
Holman, E. W. (1979), Monotonic models for asymmetric proximities, Journal of Mathematical Psychology, 20, s. 1-15.
Zobacz w Google Scholar
DOI: https://doi.org/10.1016/0022-2496(79)90031-2
Nosofsky, R. M. (1987), Attention and learning processes in the identification and categorization of integral stimuli, Journal of Experimental Psychology: Learning, Memory, and Cognition, 13, s. 87-108.
Zobacz w Google Scholar
DOI: https://doi.org/10.1037/0278-7393.13.1.87
Nosofsky, R. M. (1991), Stimulus bias, asymmetric similarity, and classification. Cognitive Psychology, 23, s. 91-140.
Zobacz w Google Scholar
DOI: https://doi.org/10.1016/0010-0285(91)90004-8
Tversky, A. (1977), Features of Similarity. Psychological Review, 84, s. 327-352.
Zobacz w Google Scholar
DOI: https://doi.org/10.1037/0033-295X.84.4.327
Zenker, F. & Gar̈denfors, P. (2015), Communication, Rationality, and Conceptual Changes in Scientific Theories, [in:] Zenker, F. & Gärdenfors, P., (eds.) Applications of conceptual spaces: The case for geometric knowledge representation, Cham: Springer, s. 259- 277.
Zobacz w Google Scholar
DOI: https://doi.org/10.1007/978-3-319-15021-5_14
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Utwór dostępny jest na licencji Creative Commons Uznanie autorstwa – Użycie niekomercyjne – Bez utworów zależnych 4.0 Międzynarodowe.
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Narodowe Centrum Nauki
Grant numbers 2017/01/X/HS1/00788